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List approximation for increasing Kolmogorov complexity

Published 20 Sep 2016 in cs.CC, cs.IT, math.IT, and math.LO | (1609.05984v4)

Abstract: It is impossible to effectively modify a string in order to increase its Kolmogorov complexity. But is it possible to construct a few strings, not longer than the input string, so that most of them have larger complexity? We show that the answer is yes. We present an algorithm that on input a string xx of length nn returns a list with O(n<sup>2)O(n<sup>2) many strings, all of length nn, such that 99\% of them are more complex than xx, provided the complexity of xx is less than nloglognO(1)n - \log \log n - O(1). We obtain similar results for other parameters, including a polynomial-time construction.

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